Principal-level applied AI judgment¶
All topics · Alphabetical index
Concepts¶
- AI suitability; deterministic workflows; probabilistic decisions
- Workflow-versus-agent choice; automation boundaries; human accountability
- Action severity; acceptable error rates; failure containment
- Evaluation coverage; real-world coverage; launch criteria
- Vendor dependency; portability; model upgrade strategy
- Data rights; retention; provenance; audit evidence
- Cost-quality-latency optimization; build-versus-buy
- Shared AI platform; application-specific harness; operational ownership
- Enforceable governance; policy-as-code; adoption strategy
Further reading¶
Reference links for this topic.